Request-to-Report AI · Engineering Design Consultancies

Turn messy client requests into structured report handoff packs.

AFS is a request-to-report workflow system. It reads your client request emails, organises every drawing, photo, markup and attachment into a source-traced evidence pack, searches your own document systems first, and drafts a structured internal report — so your engineers and drafters start with context, and your site reps spend less time on admin and more time with clients.

Less admin, more client time Searches your sources first Review-assist, not auto-pilot You own the output Pilot-gated
The Problem

Client requests arrive as chaos. Someone has to turn them into a job.

Requests land by email — long threads, drawings, screenshots, photos, crude markups. Before any engineering can start, someone has to reconstruct what’s being asked, find the right drawings, and write it up. That someone is usually your most client-valuable person.

Hours lost rebuilding context from email threads

Site reps piece each job together by hand — long email chains, scattered attachments, client markups that don’t quite line up with the drawings. It’s slow, repetitive admin, and it happens on every request.

Your relationship people, stuck doing admin

The site reps who keep clients close and work flowing into the pipeline spend that time assembling reports instead of being in front of the client. Every hour on admin is an hour not spent on the relationship.

Thin handoffs stall the engineers

When a report reaches the engineer or drafter missing a drawing, a dimension or context, the work stops while they go back to the site rep. Avoidable follow-up questions cost real engineering hours and rework.

The System

A workflow system — not an AI writer.

AFS monitors your client request emails, builds a source-traced evidence pack from every attachment and inline image, searches your own drawing and document systems first, and continuously drafts a structured internal report. The defensible part isn’t the writing — it’s the workflow: intake, evidence, internal-source search, review and a complete handoff pack.

What the engineer receives — one organised handoff pack
  • Structured internal report (Word + PDF)
  • Complete drawing set, sorted by discipline — mechanical, structural, electrical
  • Source-traced evidence log: emails, images, markups, vendor documents
  • Activity log — a full audit trail of what was done
  • Open items surfaced for review, not buried
Enquire about a pilot →
What makes it a workflow system, not generic AI
Searches your sources first
Before treating a drawing as missing, AFS checks your own document systems and past jobs. It won’t chase a client for something you already hold.
Review-assist, not auto-pilot
AFS surfaces inconsistencies for your review and learns from your feedback. It never blocks your team and never sends anything on its own.
Works how your team already works
Your site reps keep working in Outlook. AFS watches the thread, learns from sent replies, and keeps the report current — alongside Microsoft 365 and Copilot.
What this is not Not an AI engineer. Not a replacement for your team’s judgement. Not a tool that emails your clients on its own. AFS organises the request and prepares the draft — your people review, decide and issue.
One Platform, Two Entry Points

Same engine. Configured for how the work arrives.

AFS is one workflow platform with a shared core — evidence engine, source search, review workflow, template-mapped output. Two entry points sit on top of it.

Request-to-Report

Engineering design consultancies · dashboard-first

The job starts as a client request email. AFS reads the thread, organises the evidence, searches your drawing systems, and drafts the internal report handoff pack for the engineer and drafter.

  • Client email & attachment intake
  • Internal drawing-source search
  • Structured report + drawing pack

Field-to-Report

Industrial inspection & audit teams · app-first

The job starts on site. The inspector captures photos, short video and voice notes; AFS extracts the findings, organises the evidence, and drafts a review-ready inspection report before they leave.

  • On-site photo, video & voice capture
  • Evidence extraction & findings
  • Review-ready inspection report
Security & Data Custody

Built around your data requirements.

Enterprise buyers ask the right questions. Here are the answers upfront.

Reads your sources read-only
AFS searches your drawing and document systems read-only to find what already exists. It never modifies, renames or writes into your official job folders.
Stages outputs — you file them
AFS assembles the report and handoff pack in a staging area. Your team reviews and files the final version into your job folders. AFS stages; you file.
Works with Microsoft 365 & Copilot
AFS runs alongside the Microsoft environment you already use. It adds the request-to-report workflow and control layer — it doesn’t replace your tools.
Uses your report format
Reports are generated to your existing internal structure and language — not ours. The system maps to your standards, the way your engineers already expect them.
Human review before issue
AFS proposes; your site rep confirms; your engineer reviews. Nothing is issued and no client email is sent automatically. The system drafts — your team decides.
Your data stays yours
Every report, evidence log and drawing pack belongs to your business. No lock-in, and no training on your data without explicit written approval.
How We Work

Pilot first. Production only if it earns it.

Every engagement starts with a fixed-fee proof of value, run from your office on real jobs. No long-term commitment before the system has shown it works for your team.

01

Map your request-to-report workflow

We sit with your site reps, look at real request threads and completed reports, and map where the time goes and what your engineers and drafters need to start. We agree the pilot scope before any build begins.

02

Office-based validation pilot

Fixed fee. Real jobs, run from your office with your team. We measure the admin time saved and whether the handoff is genuinely cleaner for your engineers and drafters. At the end, you decide go or no-go.

03

Production rollout

If the pilot delivers, we connect AFS to your document and drawing systems and roll it out across the team — in your environment, on your terms, with no ongoing dependency on us.

The Builder

Built by an engineer who lived the problem.

I worked as a mechanical engineer in an engineering design consultancy — on the receiving end of these reports. I know exactly how much time gets lost when a handoff arrives thin, and how much of a site rep’s week disappears into request admin instead of client relationships.

AFS is built directly — not scoped by a consultant, developed offshore, and handed to a support desk. The person you speak to in scoping is the person who builds the system, runs the pilot, and is still reachable later.

Perth-based. Built for engineering design consultancies in the resources sector. Every engagement run at founder level — full context retained from first call to production.

Built from inside the workflow — not a generic template retrofitted to it
Searches your sources first — won’t chase clients for what you already hold
Review-assist — your team is never blocked or overridden
Works with Microsoft 365 — adds a workflow layer, doesn’t replace your tools
Stages outputs — you review, you file, you own it
Pilot-gated — prove the value before any production commitment
Get Started

Less report admin. More client-facing time.

If your site reps are losing hours to request admin, let’s map it. I’ll show you what’s already built and what an office-based pilot would look like for your team.

Enquire about a pilot →

contact@aiflow.systems  ·  Perth, WA